Best of PythonAugust 2023

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    Article
    Avatar of freecodecampfreeCodeCamp·3y

    Introducing freeCodeCamp Press – Free Books for Developers

    FreeCodeCamp has published more than 10,000 tutorials over the years. Now we're publishing more comprehensive books and handbooks that will teach you everything you need to know to get started with a certain programming language or tool. The freeCodeCamp community publishes shorter, more focused guides that aim to answer a specific question.

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    Article
    Avatar of freecodecampfreeCodeCamp·3y

    How to Build a Large Language Model from Scratch Using Python

    Learn how to create your own large language model from scratch using Python. Elliot Arledge created this course to teach you about the data handling, mathematical concepts, and transformer architectures that power these linguistic juggernauts. You will learn about train and validation splits, the bigram model, and the critical concept of inputs and targets.

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    Article
    Avatar of pointerPointer·3y

    reflex-dev/reflex: 🕸 Web apps in pure Python 🐍

    Reflex has fast refreshes so you can see your changes instantly when you save your code. For simplicity, we just call the OpenAI API, but you could replace this with an ML model run locally. The state defines all the variables (called vars) in an app that can change and the functions that change them.

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    Article
    Avatar of itnextITNEXT·3y

    Creating YouTube Shorts with AI Tools and Python: A Step-by-Step Guide

    Creating YouTube Shorts with AI Tools and Python: A Step-by-Step Guide. Jelle van Kerkvoorde created a YouTube short using a combination of freely available AI tools and Python scripting. The tool’s output was a collection of non-existent cityscapes, countryside vistas, and nature scenes.

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    Article
    Avatar of cloudnativedailyCloud Native Daily·3y

    Setting up a CI/CD Pipeline Process with Jenkins and Docker in AWS

    Set up a CI/CD Pipeline Process with Jenkins and Docker in AWS in AWS. We will build a simple Flask application, testing it, and deploying it to Docker Hub. The Flask application will be continuously tested while the Docker image is run as part of the pipeline process.

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    Article
    Avatar of vscodeVisual Studio Code·3y

    Visual Studio Code July 2023

    New diff editor features- Collapse unchanged regions, better diff region text alignment. There are now Accessible Views for notifications, inline chat responses, Jupyter notebook output, and workbench hovers. In the diff editor, the Difference Review Pane was renamed to Accessible Diff Viewer.

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    Article
    Avatar of freecodecampfreeCodeCamp·3y

    How to Build a WhatsApp Dictionary Chatbot using Twilio, FastAPI, and MongoDB

    How to build a WhatsApp Dictionary Chatbot using Twilio, FastAPI, and MongoDB. Use Fast API to create the web server and interact with the database. By the end of this tutorial, you will have developed a functional chatbot that can define words in real-time.

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    Article
    Avatar of freecodecampfreeCodeCamp·3y

    The Data Science and AI Handbook – How to Start a Career in Data Science

    The Data Science and AI Handbook - How to Start a Career in Data Science. The handbook is designed to appeal to a broad spectrum of readers. The guide will demystify complex concepts and offer tangible strategies on how to incorporate cutting-edge technologies, Data Science best practices and AI strategies into your business practices.

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    Article
    Avatar of lambdatestLambdaTest·3y

    What is Monkey Patching in Python: A Complete Tutorial With Examples

    What is Monkey Patching in Python: A Complete Tutorial With Examples Paulo Oliveira. With Examples, we will deep dive into the technique using Selenium, which can help test automation professionals overcome limitations imposed by external dependencies and achieve greater control and customization, resulting in better test coverage and higher confidence in the quality of their software.

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    Article
    Avatar of communityCommunity Picks·3y

    Web Scraping: Learn how to Use Tools and Techniques

    Web scraping is a powerful tool in our digital age. It’s used in a wide array of applications, from data analysis and machine learning, to content aggregation and competitive analysis. In the next section, we’ll start looking at some tools we can use to scrape data from websites.

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    Article
    Avatar of awstipAWS Tip·3y

    RESTful API Specification with FastAPI and Djantic.

    RESTful API Specification with FastAPI and Djantic. FastApi is a high-performance web framework for building API with Python 3.7+ based on standard type hints. Djantic is a library that provides a configurable utility class to automatically create a Pydantic model instance for any Django model class.

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    Article
    Avatar of supabaseSupabase·3y

    Hugging Face is now supported in Supabase

    Hugging Face with Python supabase/vecs is our Python client for vector projects. Today, we're releasing a new feature for vecs called "adapters" Adapters transform your input into a new format when upserting and querying. You can split large text into smaller chunks, or transform it into embeddings.

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    Article
    Avatar of hackernoonHacker Noon·3y

    Bringing Python to the Web: A Guide to Running Python in Your HTML

    Bringing Python to the Web: A Guide to Running Python in Your HTML. This article dives into the fascinating concept of running Python code within HTML, unraveling the potential it holds. It was announced at PyCon US 2022 by Anaconda, makers of the Python distribution for scientific computing.

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    Article
    Avatar of freecodecampfreeCodeCamp·3y

    The Python Code Example Handbook

    The Python Code Example Handbook tries to be a bit different by not being a definitive guide to the language. Instead you'll learn about all the topics that I consider to be the language fundamentals with a lot of code examples. You'll need to be efficient enough with your choice of operating system to download and install new software.

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    Article
    Avatar of circleCircleCI·3y

    DevOps language trends 2023: Top tools used by elite software delivery teams

    DevOps language trends 2023: Top tools used by elite software delivery teams. Python leapfrogged JavaScript and Ruby to become the second-most commonly used language. Python is a fast-growing developer favorite due to its versatility, easy-to-read syntax, and extensive ecosystem of libraries and frameworks.

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    Article
    Avatar of gopenaiGoPenAI·3y

    How To Build a ChatBot to Chat With Your PDF

    How To Build a ChatBot to Chat With Your PDF Personal ChatBot is powered by Chainlit, LangChain, OpenAI and ChromaDB. In this post, Sudarshan Koirala will walk you step by step on how to create a simple ChatGPT-like UI for Chat with PDF.